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Reference: https://certnexus.com/certified-artificial-intelligence-practitioner-caip/
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CertNexus Certified Artificial Intelligence Practitioner (CAIP) Sample Questions:
Which of the following is the definition of accuracy?
- A. (True Positives + False Positives) / Total Predictions
- B. True Positives / (True Positives + False Negatives)
- C. (True Positives + True Negatives) / Total Predictions
- D. True Positives / (True Positives + False Positives)
Correct Answer: C 🗳️
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We are using the k-nearest neighbors algorithm to classify the new data points. The features are on different scales.
Which method can help us to solve this problem?
- A. Square-root transformation
- B. Standardization
- C. Log transformation
- D. Normalization
Correct Answer: D 🗳️
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Which of the following tests should be performed at the production level before deploying a newly retrained model?
- A. Unit test
- B. A/Btest
- C. Performance test
- D. Security test
Correct Answer: C 🗳️
Explanation: Only visible for VCEDumps members. You can sign-up / login (it's free).
Given a feature set with rows that contain missing continuous values, and assuming the data is normally distributed, what is the best way to fill in these missing features?
- A. Delete entire columns that contain any missing features.
- B. Fill in missing features with random values for that feature in the training set.
- C. Delete entire rows that contain any missing features.
- D. Fill in missing features with the average of observed values for that feature in the entire dataset.
Correct Answer: D 🗳️
Explanation: Only visible for VCEDumps members. You can sign-up / login (it's free).
Which of the following describes a typical use case of video tracking?
- A. Medical diagnosis
- B. Video composition
- C. Traffic monitoring
- D. Augmented dreaming
Correct Answer: C 🗳️
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